Department of Microbiology and Plant Pathology, University of California Riverside, Riverside, California, United States of America.
Department of Biology, Duke University, Durham, North Carolina, United States of America.
PLoS Biol. 2022 Nov 17;20(11):e3001890. doi: 10.1371/journal.pbio.3001890. eCollection 2022 Nov.
Aspergillus fumigatus is a deadly agent of human fungal disease where virulence heterogeneity is thought to be at least partially structured by genetic variation between strains. While population genomic analyses based on reference genome alignments offer valuable insights into how gene variants are distributed across populations, these approaches fail to capture intraspecific variation in genes absent from the reference genome. Pan-genomic analyses based on de novo assemblies offer a promising alternative to reference-based genomics with the potential to address the full genetic repertoire of a species. Here, we evaluate 260 genome sequences of A. fumigatus including 62 newly sequenced strains, using a combination of population genomics, phylogenomics, and pan-genomics. Our results offer a high-resolution assessment of population structure and recombination frequency, phylogenetically structured gene presence-absence variation, evidence for metabolic specificity, and the distribution of putative antifungal resistance genes. Although A. fumigatus disperses primarily via asexual conidia, we identified extraordinarily high levels of recombination with the lowest linkage disequilibrium decay value reported for any fungal species to date. We provide evidence for 3 primary populations of A. fumigatus, with recombination occurring only rarely between populations and often within them. These 3 populations are structured by both gene variation and distinct patterns of gene presence-absence with unique suites of accessory genes present exclusively in each clade. Accessory genes displayed functional enrichment for nitrogen and carbohydrate metabolism suggesting that populations may be stratified by environmental niche specialization. Similarly, the distribution of antifungal resistance genes and resistance alleles were often structured by phylogeny. Altogether, the pan-genome of A. fumigatus represents one of the largest fungal pan-genomes reported to date including many genes unrepresented in the Af293 reference genome. These results highlight the inadequacy of relying on a single-reference genome-based approach for evaluating intraspecific variation and the power of combined genomic approaches to elucidate population structure, genetic diversity, and putative ecological drivers of clinically relevant fungi.
烟曲霉是一种致命的人类真菌病病原体,其毒力异质性被认为至少部分由菌株间的遗传变异所构成。虽然基于参考基因组比对的群体基因组分析为了解基因变异在群体中的分布提供了有价值的见解,但这些方法无法捕捉到参考基因组中不存在的基因的种内变异。基于从头组装的泛基因组分析为基于参考基因组的基因组学提供了一种有前途的替代方法,具有解决物种全部遗传谱系的潜力。在这里,我们使用群体基因组学、系统发育基因组学和泛基因组学相结合的方法,评估了包括 62 个新测序菌株在内的 260 个烟曲霉菌基因组。我们的结果提供了对种群结构和重组频率、系统发育结构基因存在缺失变异、代谢特异性证据以及假定抗真菌耐药基因分布的高分辨率评估。尽管烟曲霉主要通过无性分生孢子进行扩散,但我们发现了极高水平的重组,这是迄今为止报道的任何真菌物种中最低的连锁不平衡衰减值。我们为烟曲霉提供了 3 个主要种群的证据,种群之间很少发生重组,而通常在种群内发生。这 3 个种群由基因变异和独特的基因存在缺失模式构成,每个分支都有独特的附属基因。附属基因在氮和碳水化合物代谢方面表现出功能富集,表明种群可能通过环境生态位特化而分层。同样,抗真菌耐药基因和耐药等位基因的分布通常也受到系统发育的结构限制。总之,烟曲霉的泛基因组是迄今为止报道的最大真菌泛基因组之一,包括许多在 Af293 参考基因组中未代表的基因。这些结果强调了仅依赖于单一参考基因组的方法来评估种内变异的不足,以及结合基因组方法阐明种群结构、遗传多样性和临床相关真菌潜在生态驱动因素的强大功能。